From Tokens To Thoughts How Llms And Humans Trade Compression For Meaning
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“We apply an Information Bottleneck framework to compare human conceptual structure with embeddings from 40+ LLMs using classic categorization benchmarks.”
LLMs Over-Compress Meaning: How Artificial and Human Conceptual Representations ↗